研究机构

机器视觉实验室

机器视觉实验室于2011年9月由许开宇教授创建,为交通部建设项目,隶属于上海海事大学信息工程学院,地点位于信息工程学院楼438室。实验室具有先进的以可见光和红外探测器为核心的机器视觉处理的实验平台,同时具备鲜明的航运特色,可以为海上目标检测跟踪、智能图像处理等机器视觉、人工智能关键技术的解决提供强有力的支持,同时可以为航运类、通信类等人才的培养提供前沿实验研究的平台。

实验室在硬件方面配有AIS船站、双视场红外热像仪、工业监控红外、可见光系统、手持红外热成像仪、视频处理开发平台、双核视音频处理开发平台、服务器与磁盘阵列等。在软件方面配有CCS3.3开发软件等。

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视频处理开发平台教师终端 视频处理开发平台学生终端
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红外热像仪 手持式红外热像仪

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AIS船站

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A 工业监控红外、可见光信息采集 B 监控系统显示终端
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C 监控系统控制 D 学生实验终端

工业监控红外、可见光电视系统

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区域I整体布局

实验室现有教授1人、副教授7人、讲师(工程师)4人。每年招收硕士20余人。研究方向包括:船舶目标检测跟踪、红外小目标检测及其SOC设计研究、低功耗智能图像处理VLSI电路结构研究、水声信号的采集处理、水声图像处理、船舶导航信息的采集处理、电子海图信息处理系统、图像多尺度分析理论、智能信息处理与模式识别、压缩感知、深度学习理论应用研究、视频分析与处理、模式识别、机器学习、遥感图像处理、视频压缩编码及多媒体通信、激光测量技术、微细颗粒(PM2.5等)测量等。

研究团队骨干成员:徐志京、周薇娜、刘坤、黄洪琼、唐祖权、林鑫伟、陈淑荣、任蕾、薄华、杨静、张璐。

 

实验室承担的项目(列出部分):

1.“基于压缩感知的无人机实时鲁棒低功耗海上红外目标检测方法研究”,国家自然科学基金

2.“误码信道下基于率失真优化的视频压缩编码参数选择研究”,国家自然科学基金项目

3.“基于LRMR的海上红外小目标实时跟踪方法及电路”,中国博士后科学基金

4.“工业粉尘(PM2.5,PM10等)在线连续实时测量系统的研究”,中国博士后科学基金

5.“海上遥感红外目标图像的低功耗采样与传输的机理及电路研究”,上海市教委科研创新项目

6.“复杂海洋环境中红外线成像仿真技术研究”,上海市教委科研创新重点项目

7.“船舶红外目标检测与跟踪技术研究”,上海市教委优青项目

8.“面向嵌入式应用的高分辨率人脸实时检测, 专用集成电路与系统国家重点实验室开放课题

9.“基于稀疏表示的目标融合识别算法研究”,航空科学基金

10.“基于高分辨率智能摄像头的高速人脸检测算法及关键技术研究”,上海海事大学科研专项基金

11.“基于压缩感知的声纳成像关键技术研究”,上海海事大学科研专项基金

12.“行人目标快速检测算法的研究”,横向重点项目(研究经费100万)

实验室发表论文(列出部分):

  1. Weina Zhou, Xiangyang Xue, Yun Chen. low-rank and sparse decomposition based frame difference method for small infrared target detection in coastal surveillance, IEICE transactions on Information& System,2016, E99-D(2):554-557.(SCI源)
  2. Weina Zhou, Huafeng Wu, Xiaoyang Zeng. A Low Cost Architecture for High Performance Face Detection, Microprocessors and Microsystems, 2015, 39(6):339-347.(SCI源)
  3. Weina Zhou, Lin Dai, Yao Zou, Xiaoyang Zeng, Jun Han. A High Speed Reconfigurable Face Detection Architecture Based on AdaBoost Cascade Algorithm, IEICE Transactions on Information & System, 2012,E95-D, no.2, pp.383-391.(SCI源)
  4. Zhijing Xu, Junjun Zhang, Yun Zhang, RGB Image Processing Based on Compressed Sensing, IET International Conference on Information Science and Control Engineering, 2012, 543-547.
  5. Zhijing Xu, Li Jiang, Huanlei Dai, A method of seabed soil image reconstruction based on Compressed Sensing, Advanced Materials Research, 2012, 487, 3-6.
  6. Zhijing Xu, Zhongzhou Wang, Research on Image Watermarking Algorithm based on DCT, International Conference on Environmental Science and Information Application Technology ,2011, 1129-1135.
  7. Zhijing Xu, HuanLei Dai, PeiPei Cao, Processing of Sonar Image Based on Compressive Sensing, Advanced Materials Research, 2011, 719-723.
  8. Weina Zhou, Yao Zou, Lin Dai, Xiaoyang Zeng. A high speed reconfigurable face detection architecture, in proceeding of 9th IEEE International Conference on ASIC(ASICON), 2011:83-86.Oct. (EI)
  9. Weina Zhou, Shuai Wang, Xiaoyang Zeng. The Design and Realization of a Divider with Adjustable Precision in Fingerprint Enhancement, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference(APSIPA ASC) 2011, Oct. 1145-1148(EI)
  10. Zhou Weina, Han jun, Zeng Xiaoyang, Yan Weiwei. Fingerprint verification based on wavelet and edge detection,Proceedings of 9th International Conference on Electronic Measurement and Instruments (ICEMI), 2009, 3: 1001-1004.(EI)
  11. Zhou Weina, Xu Zhijing, Hu Wenhua, A Target Detection System Based on Matlab Web Server, Proceeding of 2nd International Symposium on Test Automation and Instrumentation (ISTAI), 2008, 4: 2158-2161. (ISTP: BLK80)
  12. Zhou Weina, Xu Kaiyu, Li Shuangyi, A Method for Ship Target Detection Based on Image Fusion,Proceedings of 8th International Conference on Electronic Measurement and Instruments (ICEMI), 2007, 2: 923-926. (EI: 083811549958, ISTP: BGX83)
  13. Xu Kaiyu, Hu Wenhua, Zhou Weina, Target Detection Based on the Artificial Neural Network Technology. The 9th International Conference on Control, Automation, Robotics and Vision, 2: 337-341, 2006. (EI)
  14. Xu Kaiyu, Hu Wenhua, Zhou Weina, Target Detection in Infrared Image Sequence Based on Background Prediction. Journal of Computational Information Systems. 2(3): 959-963, 2006. (EI)
  15. Xu Kaiyu, Hu Wenhua, Zhou Weina, Target Detection Based on the Background Prediction. 1st International Symposium on Test Automation and Instrumentation, 2: 869-872, 2006. (ISTP)
  16. Zhijing Xu, Peipei Cao, The Underwater Target Detection Based on Multi-Feature Fusion, International Conference on Computers, Communications, Control and Automation, 2011, 460-463.
  17. Zhijing Xu , Jing Wang, Research on Sonar Image Denoising Algorithm Based on Median Filter and Morphology, Progress of Computer Technology Application, 2010, 232-235.
  18. Zhijing Xu, Bo Hu,Wireless Positioning Technology Research Based on CC2431, Electronic Design Engineering, 2009, 17(10), 10-13.
  19. Zhijing Xu, Weina Zhou, Study on Collection and Processing of the AIS’s Output Data, Navigation Technology, 2006, 2, 29-31.
  20. Zhijing Xu, Kaiyu Xu, Wenhua Hu, Research on ship navigation test system based on GPS, China Institute of Navigation Communication Navigation Professional Committee Symposium, 2006, 1-4.
  21. Zhijing Xu, Jiexian Wang, Numerical method to calculate coordinate transformation between AIS and radar object for information fusion, Journal of Shanghai Maritime University, 2005, 4, 78-81.
  22. Zongqiang An, Zhijing Xu, Study of acquisition and processing system to water quality based on Solinst Leverlogger3001,Electronic Design Engineering, 2012, 20(2), 100-103.
  23. Deying Feng, Kaiyu Xu, Xuzhijing, Sea-sky-line Detection in Infrared Images, Infrared, 2008, 29(9), 33-36.
  24. Weina Zhou ,Zhijing Xu, A Target Detection System Based on Matlab Web Server, proceedings of the second international symposium on Test Automation & Instrumentation, 2008, 2158-2161.
  25. Kaiyu Xu, Zhijing Xu, Huayao Zhen, Applications of wavelet transformation in ENC vector conversion,Journal of Shanghai Maritime University, 2005, 3, 68-71.
  26. Jiexian Wang, Zhijing Xu, Method of Calculating Numerical Derivative of Jacobin Matrix for Transform Among Space Cartesian Geodetic and Plan Co-ordinates, Journal of Geodesy and Geodynamics, 2004, 24(4), 19-23.
  27. Liu Kun, Guo Lei, Chen Jingsong. The Contourlet Transform for Image Fusion Using Cycle Spinning. System Engineering and Electronics, Vol. 22 (2) :353~357, 2011. (SCI:750ET)
  28. Liu Kun, Guo Lei, Li Huihui. Fusion of Infrared and Visible Light Images Based on Region Segmentation. Chinese Journal of Aeronautic, Vol.22(1):75~80,2009. (SCI:422NE)
  29. Liu Kun, Wang Xiaofeng. Oil Spill in SAR Image Denoising Method Based on Contourlet HMT, International Conference on Advanced Materials in Microwaves and Optics(AMMO2011),2011, 545~549, Bangkok, Thailand. (EI: 20120814796848)
  30. Hongqiong Huang,etc. Simulation of campus network’s video service performance based on OPNET [J], Microcomputer & its Applications. Vol.33 No.7. 2014.
  31. Zhang, J. Kulon, “Comparative Study of Square and Sine Wave Excitation Methods for the Measurement of Aerosol Particles Charge and Size Distribution using Phase Doppler Anemometry: Signal Processing Strategy, System Modelling and Optimisation”, IEEE Trans. Instrum. Meas. Vol. 60, No. 4, pp. 1397-1407, Apr. 2011.
  32. Jing Yang and Xiangzhong Fang, “Rate-distortion Optimized Selection of Motion Vectors for Video Transmission over Packet-loss channels”, IEICE Transactions on Communications, Vol.E89-B, No. 12, pp.3494-3496, Dec. 2006.(SCI: 117MS)
  33. Jing Yang ,Xiangzhong Fang and Hongkai Xiong,“A Joint Rate Control Scheme for H.264 Encoding of Multiple Video Sequences”, IEEE Transactions on Consumer Electronics,Vol. 51, No. 2, pp.617-623, MAY 2005. (SCI: 940WZ)
  34. Jing Yang and Xiangzhong Fang, “A Novel Dynamic Frame Rate Control Algorithm for H.264 Low-bit-rate Video Coding”, High Technology Letters. Vol. 13, No. 1, pp. 53-57, Mar. 2007. (EI:071910594613)
  35. Ren Lei, Shi Chaojian, Ran Xin, Peng Jing, Salient target detection under sea environment using fractional Fourier transform, ICIC Express Letters, 2012, Vol.6, No.9, 2225-2230(EI检索)

 

实验室申请相关发明专利(列出部分):

  1. A meteorological facsimile signal digitization method, No. 200810041013.8.
  2. 多模式切换的人脸检测装置和方法, No.201210290850.0
  3. 一种适用于海防监控的海上红外小目标的检测方法,No.201510649705.0.
  4. 基于虚拟仪器的船舶组合导航及分析系, No.2012SR090764
  5. 基于labview的AIS信息解码与分析系统, No.2011SR083302
  6. 基于多尺度相位信息的海难搜救目标检测方法,201110092940.4
  7. 一种海上场景显著性检测方法,No.201210207271.5
  8. 一种港口污染物显著性检测方法,No.201310387277.X
  9. 基于频谱奇异值分解的海上目标显著性检测方法,No.201310408461.8